1. Preheat oven to 350°.
2. To prepare cake, combine oil and vanilla bean in a small skillet over medium-high heat, and bring to a simmer. Remove from heat. Let stand 10 minutes or until mixture cools to room temperature. Scrape seeds from bean, and stir into oil; discard bean.
3. Combine the o...